Nanyang Technological University
Iowa State Course Substitution
Introduction to the Theory of Probability and Statistics II
International Credits: 4.0
Converted Credits: 4.0
Probability distributions of functions of random variables, the law of large numbers and the central limit theorem. Point and interval estimation, optimal estimation, maximum likelihood methods, more on tests of hypotheses, Neyman-Pearson lemma, likelihood ratio tests, large sample theory, Chi-square tests and contingency tables.
- Evaluation Date:
- April 11, 2017
- Amy Froelich
Student would need to have stated prereq of MH2500 (or STAT 341 at ISU) in order to take this course. Focus is on theory and not on method and applications as in STAT 305 or other STAT engineering courses.